I was not able to find info on the Chocolate Chip Star...But I did find other stars that were not reef safe. Their diet was the same, so I would guess that the Chocolate chip star would feed the same. Here is what I found:
"As it grows older, however, it is not reef compatible, as it will eat soft corals, sponges, tubeworms, clams, starfish, and other invertebrates."